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Modeling Traffic DispersionFarzaneh, Mohamadreza 05 December 2005 (has links)
The dissertation studies traffic dispersion modeling in four parts. In the first part, the dissertation focuses on the Robertson platoon dispersion model which is the most widely used platoon dispersion model. The dissertation demonstrates the importance of the Yu and Van Aerde calibration procedure for the commonly accepted Robertson platoon dispersion model, which is implemented in the TRANSYT software. It demonstrates that the formulation results in an estimated downstream cyclic profile with a margin of error that increases as the size of the time step increases. In an attempt to address this shortcoming, the thesis proposes the use of three enhanced geometric distribution formulations that explicitly account for the time-step size within the modeling process. The proposed models are validated against field and simulated data.
The second part focuses on implementation of the Robertson model inside the popular TRANSYT software. The dissertation first shows the importance of calibrating the recurrence platoon dispersion model. It is then demonstrated that the value of the travel time factor β is critical in estimating appropriate signal-timing plans. Alternatively, the dissertation demonstrates that the value of the platoon dispersion factor α does not significantly affect the estimated downstream cyclic flow profile; therefore, a unique value of α provides the necessary precision. Unfortunately, the TRANSYT software only allows the user to calibrate the platoon dispersion factor but does not allow the user to calibrate the travel time factor. In an attempt to address this shortcoming, the document proposes a formulation using the basic properties of the recurrence relationship to enable the user to control the travel time factor indirectly by altering the link average travel time.
In the third part of the dissertation, a more general study of platoon dispersion models is presented. The main objective of this part is to evaluate the effect of the underlying travel time distribution on the accuracy and efficiency of platoon dispersion models, through qualitative and quantitative analyses. Since the data used in this study are generated by the INTEGRATION microsimulator, the document first describes the ability of INTEGRATION in generating realistic traffic dispersion effects. The dissertation then uses the microsimulator generated data to evaluate the prediction precision and performance of seven different platoon dispersion models, as well as the effect of different traffic control characteristics on the important efficiency measures used in traffic engineering. The results demonstrate that in terms of prediction accuracy the resulting flow profiles from all the models are very close, and only the geometric distribution of travel times gives higher fit error than others. It also indicates that for all the models the prediction accuracy declines as the travel distance increases, with the flow profiles approaching normality. In terms of efficiency, the travel time distribution has minimum effect on the offset selection and resulting delay. The study also demonstrates that the efficiency is affected more by the distance of travel than the travel time distribution.
Finally, in the fourth part of the dissertation, platoon dispersion is studied from a microscopic standpoint. From this perspective traffic dispersion is modeled as differences in desired speed selection, or speed variability. The dissertation first investigates the corresponding steady-state behavior of the car-following models used in popular commercially available traffic microsimulation software and classifies them based on their steady-state characteristics in the uncongested regime. It is illustrated that with one exception, INTEGRATION which uses the Van Aerde car-following model, all the software assume that the desired speed in the uncongested regime is insensitive to traffic conditions. The document then addresses the effect of speed variability on the steady-state characteristics of the car-following models. It is shown that speed variability has significant influence on the speed-at-capacity and alters the behavior of the model in the uncongested regime. A method is proposed to effectively consider the influence of speed variability in the calibration process in order to control the steady-state behavior of the model. Finally, the effectiveness and validity of the proposed method is demonstrated through an example application. / Ph. D.
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O processo de formação e dispersão de pelotões em rodovias de pista simples / The platoon formation and dispersion process in the two-lane roadsMon-Ma, Marcia Lika 12 December 2002 (has links)
Esta dissertação de mestrado apresenta um estudo do processo de formação de pelotões em rodovias de pista simples brasileiras e a dispersão desses pelotões nas faixas adicionais de subida. Este estudo foi realizado usando-se dados empíricos coletados na SP 255, uma rodovia de pista simples do estado de São Paulo. Um dos trechos estudados possuía faixas adicionais nos aclives e o outro era sem faixas adicionais. Para caracterizar a formação de pelotões, três aspectos foram estudados: a porcentagem de veículos em pelotões, o tamanho médio dos pelotões e a recomposição dos pelotões após o término de uma faixa adicional. Modelos matemáticos foram adaptados para representar o processo de formação de pelotões em rodovias brasileiras. Visando fornecer subsídios para futuros projetos de faixas adicionais, a dispersão dos pelotões nas faixas adicionais de subida foi analisada considerando-se as seguintes medidas de desempenho: taxa de ultrapassagem, velocidade média da corrente, porcentagem de veículos em pelotões e comprimento de faixa para a dispersão dos pelotões. Os resultados do estudo da dispersão dos pelotões mostram que as faixas adicionais melhoram o nível de serviço não apenas na direção onde são implantadas, mas também na direção do tráfego oposto uma vez que cerca de 70 a 75% do fluxo no sentido analisado divergem para as faixas adicionais, proporcionando uma porcentagem maior de gaps adequados para a dispersão dos pelotões do fluxo oposto. / This master thesis presents a study of the platoon formation process in the Brazilian two-lane roads and the dispersion of these platoons in the passing lanes. This study was developed using empirical data collected in the SP 255, a two-lane road of the state of São Paulo. One of the segments studied had passing lanes on upgrades and another was without passing lanes. In order to characterize the platoon formation, three aspects were studied: the percent of vehicle in platoon, the mean platoon size and the platoon recomposition after the end of a passing lane. Mathematical models were adapted to represent the platoon formation in the Brazilian roads. Aiming to aid future auxiliary lanes projects, the platoon dispersion in the climbing lanes was analyzed considering the following service measures: overtaking rate, mean speed, percent of vehicle traveling in platoons and lane length used to disperse the platoons. The results of the platoons dispersion study show that the auxiliary lanes improve the level of service not only in the direction of they are constructed, but also in the opposing flow. It\'s verified that around 70 to 75% of the flow in the analyzed direction diverge to auxiliary lanes, providing a greater percentage of gaps suitable to platoon dispersion in the opposing flow.
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O processo de formação e dispersão de pelotões em rodovias de pista simples / The platoon formation and dispersion process in the two-lane roadsMarcia Lika Mon-Ma 12 December 2002 (has links)
Esta dissertação de mestrado apresenta um estudo do processo de formação de pelotões em rodovias de pista simples brasileiras e a dispersão desses pelotões nas faixas adicionais de subida. Este estudo foi realizado usando-se dados empíricos coletados na SP 255, uma rodovia de pista simples do estado de São Paulo. Um dos trechos estudados possuía faixas adicionais nos aclives e o outro era sem faixas adicionais. Para caracterizar a formação de pelotões, três aspectos foram estudados: a porcentagem de veículos em pelotões, o tamanho médio dos pelotões e a recomposição dos pelotões após o término de uma faixa adicional. Modelos matemáticos foram adaptados para representar o processo de formação de pelotões em rodovias brasileiras. Visando fornecer subsídios para futuros projetos de faixas adicionais, a dispersão dos pelotões nas faixas adicionais de subida foi analisada considerando-se as seguintes medidas de desempenho: taxa de ultrapassagem, velocidade média da corrente, porcentagem de veículos em pelotões e comprimento de faixa para a dispersão dos pelotões. Os resultados do estudo da dispersão dos pelotões mostram que as faixas adicionais melhoram o nível de serviço não apenas na direção onde são implantadas, mas também na direção do tráfego oposto uma vez que cerca de 70 a 75% do fluxo no sentido analisado divergem para as faixas adicionais, proporcionando uma porcentagem maior de gaps adequados para a dispersão dos pelotões do fluxo oposto. / This master thesis presents a study of the platoon formation process in the Brazilian two-lane roads and the dispersion of these platoons in the passing lanes. This study was developed using empirical data collected in the SP 255, a two-lane road of the state of São Paulo. One of the segments studied had passing lanes on upgrades and another was without passing lanes. In order to characterize the platoon formation, three aspects were studied: the percent of vehicle in platoon, the mean platoon size and the platoon recomposition after the end of a passing lane. Mathematical models were adapted to represent the platoon formation in the Brazilian roads. Aiming to aid future auxiliary lanes projects, the platoon dispersion in the climbing lanes was analyzed considering the following service measures: overtaking rate, mean speed, percent of vehicle traveling in platoons and lane length used to disperse the platoons. The results of the platoons dispersion study show that the auxiliary lanes improve the level of service not only in the direction of they are constructed, but also in the opposing flow. It\'s verified that around 70 to 75% of the flow in the analyzed direction diverge to auxiliary lanes, providing a greater percentage of gaps suitable to platoon dispersion in the opposing flow.
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